class: center, middle, inverse, title-slide # Large-Scale Time Series Forecasting ### Thiyanga S. Talagala ### R Ladies Bergan, Norway ### 24 June 2021 --- background-image: url(img/jhu.png) background-size: contain --- class: inverse, center, middle background-image: url(img/jhu.png) background-position: 50% 60%1 background-size: contain
Let's visualize the coronavirus pandemic!
--- background-image: url(img/coronavirus.png) background-size: 90px background-position: 100% 6% # Data: coronavirus package .pull-left[ ```r install.packages("coronavirus") devtools::install_github("RamiKrispin/coronavirus") ``` ] .pull-right[ ```r library(coronavirus) head(coronavirus, 8) ``` ``` date province country lat long type cases 1 2020-01-22 Afghanistan 33.93911 67.70995 confirmed 0 2 2020-01-22 Albania 41.15330 20.16830 confirmed 0 3 2020-01-22 Algeria 28.03390 1.65960 confirmed 0 4 2020-01-22 Andorra 42.50630 1.52180 confirmed 0 5 2020-01-22 Angola -11.20270 17.87390 confirmed 0 6 2020-01-22 Antigua and Barbuda 17.06080 -61.79640 confirmed 0 7 2020-01-22 Argentina -38.41610 -63.61670 confirmed 0 8 2020-01-22 Armenia 40.06910 45.03820 confirmed 0 ``` ] ---
--- <!-- --> --- <!-- --> --- class: split-70 hide-slide-number background-image: url("img/jhu.png") background-size: cover .column.slide-in-left[ .sliderbox.vmiddle.shade_main.center[ .font5[Time Series Features]]] .column[ ] --- class: split-two white .column.bg-main1[.content.vmiddle.center[ ## Time-domain representation <!-- --> ]] .column.bg-main2[.content.vmiddle.center[ ## Feature-domain representation <!-- --> ]] --- class: center, middle # Thank you!